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Our 15 AI experts built the most comprehensive, practical, 90+ lesson courses to master AI Engineering - we have pathways for any experience at Towards AI Academy. Cohorts still open - use COHORT10 for 10% off.

Author: Zain Ahmad

Inside the Cognitive Substrate: How Next-Generation AI Systems Are Evolving Beyond Statistical Learning
Artificial Intelligence  Data Science  Latest  Machine Learning

Inside the Cognitive Substrate: How Next-Generation AI Systems Are Evolving Beyond Statistical Learning

Zain Ahmad
17 likes
November 22, 2025

Author(s): Zain Ahmad Originally published on Towards AI. Sharing my journey through the next frontier of AI development and cognition I still remember the first time I really paused and thought about what AI could do beyond just predicting the next word …

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AI Has Already Won — We Just Haven’t Admitted It Yet
Data Science  Latest  Machine Learning

AI Has Already Won — We Just Haven’t Admitted It Yet

Zain Ahmad
11 likes
November 4, 2025

Author(s): Zain Ahmad Originally published on Towards AI. The war between humans and machines never started with weapons — it started with dependence. It didn’t happen overnight. There was no “AI revolution,” no single moment when humanity handed over the keys. Instead, …

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